照片对比优化

eladmin-system/src/main/java/me/zhengjie/application/admin/controller/AdminOrderController.java

@@ -258,5 +258,4 @@ public class AdminOrderController {
 	public AppBaseResponse getFaceCompareList(@RequestBody FaceCompareReq thirdPartyReq){
 		return adminOrderService.getThird(thirdPartyReq);
 	}
-
 }

eladmin-system/src/main/java/me/zhengjie/base/face/FaceCompareHandle.java

@@ -0,0 +1,325 @@
+package me.zhengjie.base.face;
+
+import com.alibaba.fastjson.JSONObject;
+import com.arcsoft.face.*;
+import com.arcsoft.face.enums.DetectMode;
+import com.arcsoft.face.enums.DetectOrient;
+import com.arcsoft.face.enums.ErrorInfo;
+import com.arcsoft.face.toolkit.ImageInfo;
+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import me.zhengjie.base.ResultCode;
+import me.zhengjie.base.config.thread.ThreadPoolExecutorUtil;
+import me.zhengjie.base.util.FileUploadUtil;
+import me.zhengjie.base.util.tencent.utils.HttpClientUtil;
+import me.zhengjie.dao.mybatis.FaceCompareRepository;
+import me.zhengjie.dao.mybatis.entity.FaceCompareEntity;
+import me.zhengjie.dao.mybatis.entity.FileInfoEntity;
+import me.zhengjie.dao.mybatis.mapper.FileInfoMapper;
+import me.zhengjie.utils.RedisUtils;
+import org.springframework.stereotype.Component;
+import org.springframework.util.CollectionUtils;
+
+import javax.annotation.PostConstruct;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileNotFoundException;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Base64;
+import java.util.List;
+
+import static com.arcsoft.face.toolkit.ImageFactory.getRGBData;
+@Component
+@RequiredArgsConstructor
+@Slf4j
+public class FaceCompareHandle {
+    private final FileInfoMapper fileInfoMapper;
+    private final RedisUtils redis;
+    private final FaceCompareRepository thirdPartyInterfaceRepository;
+    private static FaceEngine faceEngine;
+    private static FunctionConfiguration functionConfiguration;
+    private static EngineConfiguration engineConfiguration;
+
+
+    private static int errorCode;
+    //以下为测试部署环境
+//    @Value("${hongruan.appid}")
+//    private  String appid;
+//    @Value("${hongruan.sdkkey}")
+//    private String sdkkey;
+//    @Value("${hongruan.libpath}")
+//    private String libpath;
+
+    //以下为本地测试
+    private static final String appid = "H6Er8ksqAcKc7Dk4Yum9Rkz4g9Gm77ZXAEMgvenjkTQQ";
+    private static final String sdkkey = "Abd9D8xZQUqG8vDtU2a1tEkdfThkK1tZppjXzydGwEd6";
+    private static final String libpath = "D:\\arcsoft_lib";
+
+    @PostConstruct
+    private void init(){
+        //从官网获取
+        faceEngine = new FaceEngine(libpath);
+        //激活引擎
+        int errorCode = faceEngine.activeOnline(appid, sdkkey);
+        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
+            throw new RuntimeException("引擎激活失败");
+        }
+        ActiveFileInfo activeFileInfo = new ActiveFileInfo();
+        errorCode = faceEngine.getActiveFileInfo(activeFileInfo);
+        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
+            throw new RuntimeException("获取激活文件信息失败");
+        }
+        //引擎配置
+        engineConfiguration = new EngineConfiguration();
+        engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);
+        engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);
+        engineConfiguration.setDetectFaceMaxNum(10);
+        engineConfiguration.setDetectFaceScaleVal(16);
+        //功能配置
+        functionConfiguration = new FunctionConfiguration();
+        functionConfiguration.setSupportAge(true);
+        functionConfiguration.setSupportFace3dAngle(true);
+        functionConfiguration.setSupportFaceDetect(true);
+        functionConfiguration.setSupportFaceRecognition(true);
+        functionConfiguration.setSupportGender(true);
+        functionConfiguration.setSupportLiveness(true);
+        functionConfiguration.setSupportIRLiveness(true);
+        engineConfiguration.setFunctionConfiguration(functionConfiguration);
+        //初始化引擎
+        errorCode = faceEngine.init(engineConfiguration);
+        if (errorCode != ErrorInfo.MOK.getValue()) {
+            throw new RuntimeException("初始化引擎失败");
+        }
+    }
+
+    /**
+     * 验证照片是否居中
+     * @param base
+     * @return
+     */
+    public boolean imageCenter(File base) {
+        errorCode = faceEngine.init(engineConfiguration);
+        if (errorCode != ErrorInfo.MOK.getValue()) {
+            base.delete();
+            throw new RuntimeException("初始化引擎失败");
+        }
+        //人脸检测
+        ImageInfo imageInfo = getRGBData(base);
+        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
+        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
+        System.out.println(faceInfoList);
+        //人脸属性检测
+        FunctionConfiguration configuration = new FunctionConfiguration();
+        configuration.setSupportFace3dAngle(true);
+        errorCode = faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList, configuration);
+        //3D信息检测
+        List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>();
+        errorCode = faceEngine.getFace3DAngle(face3DAngleList);
+        if (CollectionUtils.isEmpty(face3DAngleList)) {
+            return false;
+        }
+        //俯仰角
+        float pitch = Math.abs(face3DAngleList.get(0).getPitch());
+        //偏向角
+        float yaw = Math.abs(face3DAngleList.get(0).getYaw());
+        log.info("俯仰角:{}", pitch);
+        log.info("偏向角:{}", yaw);
+        if (pitch >= 10 || yaw >= 10) {
+            //照片不符合标准
+            log.info("图片不符合标准");
+            return false;
+        }
+        return true;
+    }
+
+
+    /**
+     * 校验图片的当事人是否为一个
+     * @param base
+     * @return
+     */
+    public boolean imageSingle(File base) {
+        //人脸检测
+        ImageInfo imageInfo = getRGBData(base);
+        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
+        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
+        System.out.println(faceInfoList);
+        if (faceInfoList.size()>1){
+            return false;
+        }
+        return true;
+    }
+
+
+
+    /**
+     * 虹软的人脸照片比对
+     *
+     * @param base       照片
+     * @param id         文件库中照片的id
+     * @param redisCount 数据库中的键
+     * @param count      redis当中的次数
+     * @return
+     */
+    public ResultCode compareImage(File base, Integer id, String redisCount, FaceCompareEntity faceCompareEntity) {
+        //人脸检测
+        ImageInfo imageInfo = getRGBData(base);
+        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
+        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
+        System.out.println(faceInfoList);
+        //人脸属性检测
+        FunctionConfiguration configuration = new FunctionConfiguration();
+        configuration.setSupportFace3dAngle(true);
+        errorCode = faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList, configuration);
+        //3D信息检测
+        List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>();
+        errorCode = faceEngine.getFace3DAngle(face3DAngleList);
+        if (CollectionUtils.isEmpty(face3DAngleList)){
+            return ResultCode.IMAGE_NOT_STANDARD;
+        }
+        //俯仰角
+        float pitch = Math.abs(face3DAngleList.get(0).getPitch());
+        //偏向角
+        float yaw = Math.abs(face3DAngleList.get(0).getYaw());
+        log.info("俯仰角:{}",pitch);
+        log.info("偏向角:{}",yaw);
+        if (pitch >= 10 || yaw >= 10) {
+            //照片不符合标准
+            log.info("图片不符合标准");
+            return ResultCode.IMAGE_NOT_STANDARD;
+        }
+        //活体检测
+        /*List<LivenessInfo> livenessInfoList = new ArrayList<LivenessInfo>();
+        errorCode = faceEngine.getLiveness(livenessInfoList);
+        if (CollectionUtils.isEmpty(livenessInfoList)){
+            log.info("活体验证失败");
+            return false;
+        }
+        System.out.println("活体：" + livenessInfoList.get(0).getLiveness());
+
+        //IR属性处理
+        ImageInfo imageInfoGray = getGrayData(base);
+        List<FaceInfo> faceInfoListGray = new ArrayList<FaceInfo>();
+        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoListGray);
+
+        FunctionConfiguration configuration2 = new FunctionConfiguration();
+        configuration2.setSupportIRLiveness(true);
+        errorCode = faceEngine.processIr(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), imageInfoGray.getImageFormat(), faceInfoListGray, configuration2);
+        //IR活体检测
+        List<IrLivenessInfo> irLivenessInfo = new ArrayList<>();
+        errorCode = faceEngine.getLivenessIr(irLivenessInfo);
+        if (CollectionUtils.isEmpty(irLivenessInfo)){
+            log.info("活体验证失败");
+            return false;
+        }
+        System.out.println("IR活体：" + irLivenessInfo.get(0).getLiveness());*/
+
+
+        //特征提取
+        FaceFeature faceFeature = new FaceFeature();
+        errorCode = faceEngine.extractFaceFeature(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList.get(0), faceFeature);
+        //根据id 查找文件
+        QueryWrapper<FileInfoEntity> fileInfoQw = new QueryWrapper<>();
+        fileInfoQw.eq("id", id);
+        FileInfoEntity fileInfoEntity = fileInfoMapper.selectOne(fileInfoQw);
+        String filePath = fileInfoEntity.getPath();
+        File file = null;
+        try {
+            file= FileUploadUtil.getFileWithPath(filePath);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+        //人脸检测2
+        ImageInfo imageInfo2 = getRGBData(file);
+        List<FaceInfo> faceInfoList2 = new ArrayList<FaceInfo>();
+        errorCode = faceEngine.detectFaces(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo2.getImageFormat(), faceInfoList2);
+        //特征提取2
+        FaceFeature faceFeature2 = new FaceFeature();
+        errorCode = faceEngine.extractFaceFeature(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo2.getImageFormat(), faceInfoList2.get(0), faceFeature2);
+        //特征比对
+        FaceFeature targetFaceFeature = new FaceFeature();
+        targetFaceFeature.setFeatureData(faceFeature.getFeatureData());
+        FaceFeature sourceFaceFeature = new FaceFeature();
+        sourceFaceFeature.setFeatureData(faceFeature2.getFeatureData());
+        FaceSimilar faceSimilar = new FaceSimilar();
+        errorCode = faceEngine.compareFaceFeature(targetFaceFeature, sourceFaceFeature, faceSimilar);
+        //如果通过 上传文件 修改用户绑定id 如果没通过 返回null证明失败了
+        //引擎卸载
+        errorCode = faceEngine.unInit();
+        float score = faceSimilar.getScore();
+        faceCompareEntity.setScore(score+"");
+        FileInputStream fileInputStream = null;
+        try {
+            fileInputStream = new FileInputStream(base);
+        } catch (FileNotFoundException e) {
+            throw new RuntimeException(e);
+        }
+        byte[] bytes = new byte[(int) file.length()];
+        try {
+            fileInputStream.read(bytes);
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
+
+        String s = Base64.getEncoder().encodeToString(bytes);
+
+        FileInfoEntity fileInfo = uploadFaceFile(s);
+        faceCompareEntity.setFileId(fileInfo.getId()+"");
+        faceCompareEntity.setType(0);
+        if (score > 0.8) {
+            log.info("人脸照片比对通过");
+            faceCompareEntity.setResult(1);
+            thirdPartyInterfaceRepository.insert(faceCompareEntity);
+            base.delete();
+            file.delete();
+            redis.del(redisCount);
+            return ResultCode.SUCCESS;
+        }
+        redis.increment(redisCount);
+        log.info("人脸照片比对未通过");
+        faceCompareEntity.setMessage("验证失败");
+        faceCompareEntity.setResult(0);
+        thirdPartyInterfaceRepository.insert(faceCompareEntity);
+        base.delete();
+        file.delete();
+        return ResultCode.LIVE_VIDEO_INVALID;
+    }
+
+
+    public FileInfoEntity uploadFaceFile(String base64){
+        String s = FileUploadUtil.saveFaceImage(base64);
+        ThreadPoolExecutorUtil.getPoll().execute(new Runnable() {
+            @Override
+            public void run() {
+                uploadFile(base64,s);
+            }
+        });
+        String[] split = s.split("/");
+        FileInfoEntity fileInfo = new FileInfoEntity();
+        fileInfo.setLoanNo(split[0]);
+        fileInfo.setFileName(split[split.length-1]);
+        fileInfo.setPath(s);
+        fileInfoMapper.insert(fileInfo);
+        return fileInfo;
+    }
+
+    /**
+     * 上传对比照片到minio
+     * @param base64
+     */
+
+    public void uploadFile(String base64,String filePath){
+        JSONObject params = new JSONObject();
+        params.put("base64", base64);
+        params.put("filePath",filePath);
+        HttpClientUtil httpClientUtil = new HttpClientUtil();
+        String xmlData = httpClientUtil.doPost("https://fqgz.flowbb.cn:6001/sp/upload/uploadFaceImage",params.toString(),"utf-8");
+        JSONObject result = JSONObject.parseObject(xmlData);
+        String code = result.getString("code");
+        if ("100".equals(code)){
+            log.info("上传成功");
+        }
+    }
+}

eladmin-system/src/main/java/me/zhengjie/domain/notary/impl/NotaryDomainImpl.java

@@ -1,16 +1,12 @@
 package me.zhengjie.domain.notary.impl;
 
 import com.alibaba.fastjson.JSONObject;
-import com.arcsoft.face.*;
-import com.arcsoft.face.enums.DetectMode;
-import com.arcsoft.face.enums.DetectOrient;
-import com.arcsoft.face.enums.ErrorInfo;
-import com.arcsoft.face.toolkit.ImageInfo;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
 import me.zhengjie.base.ResultCode;
 import me.zhengjie.base.config.thread.ThreadPoolExecutorUtil;
+import me.zhengjie.base.face.FaceCompareHandle;
 import me.zhengjie.base.util.FileUploadUtil;
 import me.zhengjie.base.util.JuheServiceUtil;
 import me.zhengjie.base.util.tencent.utils.HttpClientUtil;
@@ -23,16 +19,10 @@ import me.zhengjie.dao.mybatis.mapper.SysUserMapper;
 import me.zhengjie.domain.img.CompareImageDomain;
 import me.zhengjie.domain.notary.NotaryDomain;
 import me.zhengjie.utils.RedisUtils;
-import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
-import org.springframework.util.CollectionUtils;
 import org.springframework.util.ObjectUtils;
 
 import java.io.*;
-import java.util.ArrayList;
-import java.util.Base64;
-import java.util.List;
-import java.util.concurrent.ThreadPoolExecutor;
 
 import static com.arcsoft.face.toolkit.ImageFactory.getRGBData;
 
@@ -43,18 +33,9 @@ public class NotaryDomainImpl implements NotaryDomain {
 
     private final SysUserMapper userMapper;
     private final ContractOrderMapper contractOrderMapper;
-    private final FileInfoMapper fileInfoMapper;
     private final RedisUtils redis;
     private final FaceCompareRepository thirdPartyInterfaceRepository;
-    //以下为测试部署环境
-    @Value("${hongruan.appid}")
-    private  String appid;
-    @Value("${hongruan.sdkkey}")
-    private String sdkkey;
-    @Value("${hongruan.libpath}")
-    private String libpath;
-
-
+    private final FaceCompareHandle faceCompareHandle;
 
 
     /**
@@ -119,17 +100,17 @@ public class NotaryDomainImpl implements NotaryDomain {
             return ResultCode.FACEAUTH_FAIL;
         }
 
-        if (!imageSingle(base)){
+        if (!faceCompareHandle.imageSingle(base)){
             return ResultCode.SINGLE_PERSON;
         }
 
 
         thirdPartyInterfaceEntity.setBusinessNo(compareImageDomain.getBusinessNo());
         thirdPartyInterfaceEntity.setConsultNo(contractOrderEntity.getConsultNo());
-        FileInfoEntity fileInfo = uploadFaceFile(base64);
+        FileInfoEntity fileInfo = faceCompareHandle.uploadFaceFile(base64);
         boolean redisFlag = (count != null && count >= 2);
         if (ObjectUtils.isEmpty(id) || redisFlag) {
-            if (! imageCenter(base)){
+            if (! faceCompareHandle.imageCenter(base)){
                 return ResultCode.IMAGE_NOT_STANDARD;
             }
             //要做人脸核身
@@ -159,7 +140,7 @@ public class NotaryDomainImpl implements NotaryDomain {
             return ResultCode.LIVE_VIDEO_INVALID;
         }*/
 
-        ResultCode resultCode = compareImage(base, id, redisCount, thirdPartyInterfaceEntity);
+        ResultCode resultCode = faceCompareHandle.compareImage(base, id, redisCount, thirdPartyInterfaceEntity);
 
         if (resultCode.code()==100){
             if (count != null) {
@@ -248,18 +229,18 @@ public class NotaryDomainImpl implements NotaryDomain {
             log.info("base64转图片异常");
             return ResultCode.FACEAUTH_FAIL;
         }
-        if (!imageSingle(base)){
+        if (!faceCompareHandle.imageSingle(base)){
             return ResultCode.SINGLE_PERSON;
         }
         boolean redisFlag = (count != null && count >= 2);
         if (flag) {
             //说明是客户经理
             if (sysUserEntity.getCompareImgId() == null || redisFlag) {
-                if (! imageCenter(base)){
+                if (! faceCompareHandle.imageCenter(base)){
                     return ResultCode.IMAGE_NOT_STANDARD;
                 }
                 //说明客户经理需要做人脸核身
-                FileInfoEntity fileInfo = uploadFaceFile(base64);
+                FileInfoEntity fileInfo = faceCompareHandle.uploadFaceFile(base64);
                 faceCompareEntity = JuheServiceUtil.URLPost(idCard, nickName, base64,faceCompareEntity);
                 faceCompareEntity.setFileId(fileInfo.getId() + "");
                 if (faceCompareEntity.getResult() == 1) {
@@ -278,12 +259,12 @@ public class NotaryDomainImpl implements NotaryDomain {
                 return ResultCode.LIVE_VIDEO_INVALID;
             }
         } else if (ObjectUtils.isEmpty(compareImageId) || redisFlag) {
-            if (! imageCenter(base)){
+            if (! faceCompareHandle.imageCenter(base)){
                 return ResultCode.IMAGE_NOT_STANDARD;
             }
 
             //说明当事人需要做人脸核身
-            FileInfoEntity fileInfo = uploadFaceFile(base64);
+            FileInfoEntity fileInfo = faceCompareHandle.uploadFaceFile(base64);
             faceCompareEntity = JuheServiceUtil.URLPost(idCard, nickName, base64,faceCompareEntity);
             faceCompareEntity.setFileId(fileInfo.getId() + "");
 
@@ -321,7 +302,7 @@ public class NotaryDomainImpl implements NotaryDomain {
             return ResultCode.LIVE_VIDEO_INVALID;
         }*/
 
-        ResultCode resultCode = compareImage(base, id, redisCount, faceCompareEntity);
+        ResultCode resultCode = faceCompareHandle.compareImage(base, id, redisCount, faceCompareEntity);
 
         if (resultCode.code()==100){
             if (count != null) {
@@ -331,335 +312,4 @@ public class NotaryDomainImpl implements NotaryDomain {
         return resultCode;
     }
 
-
-    /**
-     * 验证照片是否居中
-     * @param base
-     * @return
-     */
-    public boolean imageCenter(File base) {
-        //从官网获取
-        FaceEngine faceEngine = new FaceEngine(libpath);
-        //激活引擎
-        int errorCode = faceEngine.activeOnline(appid, sdkkey);
-        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
-            base.delete();
-            throw new RuntimeException("引擎激活失败");
-        }
-        ActiveFileInfo activeFileInfo = new ActiveFileInfo();
-        errorCode = faceEngine.getActiveFileInfo(activeFileInfo);
-        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
-            base.delete();
-            throw new RuntimeException("获取激活文件信息失败");
-        }
-        //引擎配置
-        EngineConfiguration engineConfiguration = new EngineConfiguration();
-        engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);
-        engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);
-        engineConfiguration.setDetectFaceMaxNum(10);
-        engineConfiguration.setDetectFaceScaleVal(16);
-        //功能配置
-        FunctionConfiguration functionConfiguration = new FunctionConfiguration();
-        functionConfiguration.setSupportAge(true);
-        functionConfiguration.setSupportFace3dAngle(true);
-        functionConfiguration.setSupportFaceDetect(true);
-        functionConfiguration.setSupportFaceRecognition(true);
-        functionConfiguration.setSupportGender(true);
-        functionConfiguration.setSupportLiveness(true);
-        functionConfiguration.setSupportIRLiveness(true);
-        engineConfiguration.setFunctionConfiguration(functionConfiguration);
-        //初始化引擎
-        errorCode = faceEngine.init(engineConfiguration);
-        if (errorCode != ErrorInfo.MOK.getValue()) {
-            base.delete();
-            throw new RuntimeException("初始化引擎失败");
-        }
-        //人脸检测
-        ImageInfo imageInfo = getRGBData(base);
-        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
-        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
-        System.out.println(faceInfoList);
-        //人脸属性检测
-        FunctionConfiguration configuration = new FunctionConfiguration();
-        configuration.setSupportFace3dAngle(true);
-        errorCode = faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList, configuration);
-        //3D信息检测
-        List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>();
-        errorCode = faceEngine.getFace3DAngle(face3DAngleList);
-        if (CollectionUtils.isEmpty(face3DAngleList)) {
-            return false;
-        }
-        //俯仰角
-        float pitch = Math.abs(face3DAngleList.get(0).getPitch());
-        //偏向角
-        float yaw = Math.abs(face3DAngleList.get(0).getYaw());
-        log.info("俯仰角:{}", pitch);
-        log.info("偏向角:{}", yaw);
-        if (pitch >= 10 || yaw >= 10) {
-            //照片不符合标准
-            log.info("图片不符合标准");
-            return false;
-        }
-        return true;
-    }
-
-
-    /**
-     * 校验图片的当事人是否为一个
-     * @param base
-     * @return
-     */
-    public boolean imageSingle(File base) {
-        //从官网获取
-        FaceEngine faceEngine = new FaceEngine(libpath);
-        //激活引擎
-        int errorCode = faceEngine.activeOnline(appid, sdkkey);
-        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
-            base.delete();
-            throw new RuntimeException("引擎激活失败");
-        }
-        ActiveFileInfo activeFileInfo = new ActiveFileInfo();
-        errorCode = faceEngine.getActiveFileInfo(activeFileInfo);
-        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
-            base.delete();
-            throw new RuntimeException("获取激活文件信息失败");
-        }
-        //引擎配置
-        EngineConfiguration engineConfiguration = new EngineConfiguration();
-        engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);
-        engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);
-        engineConfiguration.setDetectFaceMaxNum(10);
-        engineConfiguration.setDetectFaceScaleVal(16);
-        //功能配置
-        FunctionConfiguration functionConfiguration = new FunctionConfiguration();
-        functionConfiguration.setSupportAge(true);
-        functionConfiguration.setSupportFace3dAngle(true);
-        functionConfiguration.setSupportFaceDetect(true);
-        functionConfiguration.setSupportFaceRecognition(true);
-        functionConfiguration.setSupportGender(true);
-        functionConfiguration.setSupportLiveness(true);
-        functionConfiguration.setSupportIRLiveness(true);
-        engineConfiguration.setFunctionConfiguration(functionConfiguration);
-        //初始化引擎
-        errorCode = faceEngine.init(engineConfiguration);
-        if (errorCode != ErrorInfo.MOK.getValue()) {
-            base.delete();
-            throw new RuntimeException("初始化引擎失败");
-        }
-        //人脸检测
-        ImageInfo imageInfo = getRGBData(base);
-        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
-        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
-        System.out.println(faceInfoList);
-        if (faceInfoList.size()>1){
-            System.out.println("镜头内只能有1人");
-            return false;
-        }
-        return true;
-    }
-
-
-
-    /**
-     * 虹软的人脸照片比对
-     *
-     * @param base       照片
-     * @param id         文件库中照片的id
-     * @param redisCount 数据库中的键
-     * @param count      redis当中的次数
-     * @return
-     */
-    public ResultCode compareImage(File base, Integer id, String redisCount, FaceCompareEntity faceCompareEntity) {
-        //从官网获取
-        FaceEngine faceEngine = new FaceEngine(libpath);
-        //激活引擎
-        int errorCode = faceEngine.activeOnline(appid, sdkkey);
-        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
-            base.delete();
-            throw new RuntimeException("引擎激活失败");
-        }
-        ActiveFileInfo activeFileInfo = new ActiveFileInfo();
-        errorCode = faceEngine.getActiveFileInfo(activeFileInfo);
-        if (errorCode != ErrorInfo.MOK.getValue() && errorCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
-            base.delete();
-            throw new RuntimeException("获取激活文件信息失败");
-        }
-        //引擎配置
-        EngineConfiguration engineConfiguration = new EngineConfiguration();
-        engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);
-        engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);
-        engineConfiguration.setDetectFaceMaxNum(10);
-        engineConfiguration.setDetectFaceScaleVal(16);
-        //功能配置
-        FunctionConfiguration functionConfiguration = new FunctionConfiguration();
-        functionConfiguration.setSupportAge(true);
-        functionConfiguration.setSupportFace3dAngle(true);
-        functionConfiguration.setSupportFaceDetect(true);
-        functionConfiguration.setSupportFaceRecognition(true);
-        functionConfiguration.setSupportGender(true);
-        functionConfiguration.setSupportLiveness(true);
-        functionConfiguration.setSupportIRLiveness(true);
-        engineConfiguration.setFunctionConfiguration(functionConfiguration);
-        //初始化引擎
-        errorCode = faceEngine.init(engineConfiguration);
-        if (errorCode != ErrorInfo.MOK.getValue()) {
-            base.delete();
-            throw new RuntimeException("初始化引擎失败");
-        }
-        //人脸检测
-        ImageInfo imageInfo = getRGBData(base);
-        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
-        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);
-        System.out.println(faceInfoList);
-        //人脸属性检测
-        FunctionConfiguration configuration = new FunctionConfiguration();
-        configuration.setSupportFace3dAngle(true);
-        errorCode = faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList, configuration);
-        //3D信息检测
-        List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>();
-        errorCode = faceEngine.getFace3DAngle(face3DAngleList);
-        if (CollectionUtils.isEmpty(face3DAngleList)){
-            return ResultCode.IMAGE_NOT_STANDARD;
-        }
-        //俯仰角
-        float pitch = Math.abs(face3DAngleList.get(0).getPitch());
-        //偏向角
-        float yaw = Math.abs(face3DAngleList.get(0).getYaw());
-        log.info("俯仰角:{}",pitch);
-        log.info("偏向角:{}",yaw);
-        if (pitch >= 10 || yaw >= 10) {
-            //照片不符合标准
-            log.info("图片不符合标准");
-            return ResultCode.IMAGE_NOT_STANDARD;
-        }
-        //活体检测
-        /*List<LivenessInfo> livenessInfoList = new ArrayList<LivenessInfo>();
-        errorCode = faceEngine.getLiveness(livenessInfoList);
-        if (CollectionUtils.isEmpty(livenessInfoList)){
-            log.info("活体验证失败");
-            return false;
-        }
-        System.out.println("活体：" + livenessInfoList.get(0).getLiveness());
-
-        //IR属性处理
-        ImageInfo imageInfoGray = getGrayData(base);
-        List<FaceInfo> faceInfoListGray = new ArrayList<FaceInfo>();
-        errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoListGray);
-
-        FunctionConfiguration configuration2 = new FunctionConfiguration();
-        configuration2.setSupportIRLiveness(true);
-        errorCode = faceEngine.processIr(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), imageInfoGray.getImageFormat(), faceInfoListGray, configuration2);
-        //IR活体检测
-        List<IrLivenessInfo> irLivenessInfo = new ArrayList<>();
-        errorCode = faceEngine.getLivenessIr(irLivenessInfo);
-        if (CollectionUtils.isEmpty(irLivenessInfo)){
-            log.info("活体验证失败");
-            return false;
-        }
-        System.out.println("IR活体：" + irLivenessInfo.get(0).getLiveness());*/
-
-
-        //特征提取
-        FaceFeature faceFeature = new FaceFeature();
-        errorCode = faceEngine.extractFaceFeature(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList.get(0), faceFeature);
-        //根据id 查找文件
-        QueryWrapper<FileInfoEntity> fileInfoQw = new QueryWrapper<>();
-        fileInfoQw.eq("id", id);
-        FileInfoEntity fileInfoEntity = fileInfoMapper.selectOne(fileInfoQw);
-        String filePath = fileInfoEntity.getPath();
-        File file = null;
-        try {
-            file=FileUploadUtil.getFileWithPath(filePath);
-        } catch (Exception e) {
-            throw new RuntimeException(e);
-        }
-        //人脸检测2
-        ImageInfo imageInfo2 = getRGBData(file);
-        List<FaceInfo> faceInfoList2 = new ArrayList<FaceInfo>();
-        errorCode = faceEngine.detectFaces(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo2.getImageFormat(), faceInfoList2);
-        //特征提取2
-        FaceFeature faceFeature2 = new FaceFeature();
-        errorCode = faceEngine.extractFaceFeature(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo2.getImageFormat(), faceInfoList2.get(0), faceFeature2);
-        //特征比对
-        FaceFeature targetFaceFeature = new FaceFeature();
-        targetFaceFeature.setFeatureData(faceFeature.getFeatureData());
-        FaceFeature sourceFaceFeature = new FaceFeature();
-        sourceFaceFeature.setFeatureData(faceFeature2.getFeatureData());
-        FaceSimilar faceSimilar = new FaceSimilar();
-        errorCode = faceEngine.compareFaceFeature(targetFaceFeature, sourceFaceFeature, faceSimilar);
-        //如果通过 上传文件 修改用户绑定id 如果没通过 返回null证明失败了
-        //引擎卸载
-        errorCode = faceEngine.unInit();
-        float score = faceSimilar.getScore();
-        faceCompareEntity.setScore(score+"");
-        FileInputStream fileInputStream = null;
-        try {
-            fileInputStream = new FileInputStream(base);
-        } catch (FileNotFoundException e) {
-            throw new RuntimeException(e);
-        }
-        byte[] bytes = new byte[(int) file.length()];
-        try {
-            fileInputStream.read(bytes);
-        } catch (IOException e) {
-            throw new RuntimeException(e);
-        }
-
-        String s = Base64.getEncoder().encodeToString(bytes);
-
-        FileInfoEntity fileInfo = uploadFaceFile(s);
-        faceCompareEntity.setFileId(fileInfo.getId()+"");
-        faceCompareEntity.setType(0);
-        if (score > 0.8) {
-            log.info("人脸照片比对通过");
-            faceCompareEntity.setResult(1);
-            thirdPartyInterfaceRepository.insert(faceCompareEntity);
-            base.delete();
-            file.delete();
-            redis.del(redisCount);
-            return ResultCode.SUCCESS;
-        }
-        redis.increment(redisCount);
-        log.info("人脸照片比对未通过");
-        faceCompareEntity.setMessage("验证失败");
-        faceCompareEntity.setResult(0);
-        thirdPartyInterfaceRepository.insert(faceCompareEntity);
-        base.delete();
-        file.delete();
-        return ResultCode.LIVE_VIDEO_INVALID;
-    }
-
-
-    /**
-     * 上传对比照片到minio
-     * @param base64
-     */
-    public void uploadFile(String base64,String filePath){
-        JSONObject params = new JSONObject();
-        params.put("base64", base64);
-        params.put("filePath",filePath);
-        HttpClientUtil httpClientUtil = new HttpClientUtil();
-        String xmlData = httpClientUtil.doPost("https://fqgz.flowbb.cn:6001/sp/upload/uploadFaceImage",params.toString(),"utf-8");
-        JSONObject result = JSONObject.parseObject(xmlData);
-        String code = result.getString("code");
-        if ("100".equals(code)){
-            log.info("上传成功");
-        }
-    }
-    public FileInfoEntity uploadFaceFile(String base64){
-        String s = FileUploadUtil.saveFaceImage(base64);
-        ThreadPoolExecutorUtil.getPoll().execute(new Runnable() {
-            @Override
-            public void run() {
-                uploadFile(base64,s);
-            }
-        });
-        String[] split = s.split("/");
-        FileInfoEntity fileInfo = new FileInfoEntity();
-        fileInfo.setLoanNo(split[0]);
-        fileInfo.setFileName(split[split.length-1]);
-        fileInfo.setPath(s);
-        fileInfoMapper.insert(fileInfo);
-        return fileInfo;
-    }
 }